ImageNet
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
miniImageNet -> CUB
66.335-shot Accuracy
7
Mini-ImageNet 10000 labels
41.11Error Rate
7
ImageNet Blurry10-Online (test)
50.11A10
7
ImageNet dogs vs. non-dogs
93.1AUROC
7
ImageNet-1000 64x64
56.67IS
7
ImageNet mini
32.91-shot Acc
7
ImageNet 32x32
3.83BPSP
7
ImageNet-100 1.0 (test)
95.1Top-5 Acc (Avg)
7
ImageNet
1.3GPU Hours
7
ImageNet VID (val)
74.5Mean AP
7
ImageNet 2010 (test)
48.2Top-5 Accuracy
7
ImageNet All unseen
1.5Flat Hit@1
7
ImageNet64 (test)
3.57BPS
7
ImageNet (val)
76.94Pixel Accuracy
7
ImageNet-A (test)
9.67Insertion
7
ImageNet-1K
66.1Nat Accuracy
6
ImageNet
80.2Standard Accuracy
6
Tiny-ImageNet-C (test)
52.19Accuracy (Color Corruption)
6
ImageNet-C 1k (test)
11.418Error (Gaussian, IN-C)
6
ImageNet Cartoon 1k (test)
55.404Accuracy
6
ImageNet Matched Frequency V2 1k
61.76Accuracy
6
ImageNet-C
37.226Accuracy (IN-C Gaussian)
6
ImageNet-Drawing
32.686Top-1 Acc
6
ImageNet Cartoon
59.65Top-1 Accuracy
6
Tiny ImageNet
47.4Accuracy
6